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Motus2: A Self-Evolving World Model for Dexterous Manipulation

研究人员推出 Motus2,这是一种新颖的、自进化的通用世界模型,专为灵巧操作任务而设计。该模型通过耦合策略、模拟器和评估器,将感知、预测、行动、评估和改进整合到一个统一的系统中。Motus2 通过模型和数据扩展来推进世界建模,并利用专家演示和次优交互进行学习。该系统在仿生平台上实现,并包含触觉反馈以增强控制。 AI

影响 这项研究推动了能够执行复杂操作任务的具身智能体的开发,可能对机器人技术和人工智能驱动的自动化产生影响。

排序理由 该集群描述了一篇详细介绍灵巧操作新模型的学术论文。

在 arXiv cs.AI 阅读 →

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Motus2: A Self-Evolving World Model for Dexterous Manipulation

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报道来源 [2]

  1. arXiv cs.AI TIER_1 English(EN) · Hongzhe Bi, Zihao Zhou, Yihang Tang, Jingrui Pang, Shuhe Huang, Haitian Liu, Runqing Wang, Shuai Huang, Yichen Wang, Yiming Cheng, Ruowen Zhao, Zhenghua Li, Hengkai Tan, Xiaolong Liu, Jinhui Wan, Jiabao Liu, Min Zhao, Fan Bao, Jun Zhu ·

    Motus2:一种用于灵巧操作的自演化通用世界模型

    arXiv:2608.30237v1 Announce Type: cross Abstract: General embodied agents should perceive, predict, act, evaluate, and improve within a unified system. World models have shown great promise in building such agents, yet existing models typically append an action output head to a w…

  2. Hugging Face Daily Papers TIER_1 English(EN) ·

    Motus2:一种用于灵巧操作的自演化通用世界模型

    General embodied agents should perceive, predict, act, evaluate, and improve within a unified system. World models have shown great promise in building such agents, yet existing models typically append an action output head to a world simulator, without coupling them into a close…